base support and visuals for repros
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from parser.CellData import CellData
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from parser.DataParserFactory import DatParser
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class DataProvider:
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def __init__(self, data_path):
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self.data_path = data_path
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# self.cell = CellData(data_path)
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self.parser = DatParser(data_path)
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def get_repros(self):
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pass
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def get_stim_values(self, repro):
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pass
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def get_trials(self, repro, stimulus_value):
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pass
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from PyQt5.QtWidgets import QWidget, QPushButton, QSizePolicy, QLineEdit,\
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QMessageBox, QVBoxLayout, QHBoxLayout, QGridLayout, QLabel, QFrame,\
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QDoubleSpinBox
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from PyQt5.QtCore import pyqtSlot
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import numpy as np
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from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas
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from matplotlib.figure import Figure
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class SpikeRedetectGui(QWidget):
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def __init__(self, data_provider):
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super().__init__()
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self.data_provider = data_provider
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self.title = 'Spike Redetection'
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self.left = 10
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self.top = 10
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self.width = 640
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self.height = 400
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self.initUI()
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def initUI(self):
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self.setWindowTitle(self.title)
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self.setGeometry(self.left, self.top, self.width, self.height)
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# Middle:
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middle = QHBoxLayout()
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# Canvas for matplotlib figure
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m = PlotCanvas(self, width=5, height=4)
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m.move(0, 0)
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middle.addWidget(m)
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middle.addWidget(QVLine())
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# Side (options) panel
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panel = QFrame()
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panel_layout = QVBoxLayout()
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button = QPushButton('Button!', self)
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button.setToolTip('A nice button!')
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button.clicked.connect(m.plot)
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panel_layout.addWidget(button)
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threshold_label = QLabel("Threshold:")
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panel_layout.addWidget(threshold_label)
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threshold_spinbox = QDoubleSpinBox(self)
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threshold_spinbox.setValue(2)
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threshold_spinbox.setSingleStep(0.5)
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threshold_spinbox.valueChanged.connect(lambda: m.plot(threshold_spinbox.value()))
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panel_layout.addWidget(threshold_spinbox)
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panel.setLayout(panel_layout)
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middle.addWidget(panel)
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self.setLayout(middle)
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self.show()
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class PlotCanvas(FigureCanvas):
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def __init__(self, parent=None, width=5, height=4, dpi=100):
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fig = Figure(figsize=(width, height), dpi=dpi)
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self.axes = fig.add_subplot(111)
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FigureCanvas.__init__(self, fig)
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self.setParent(parent)
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FigureCanvas.setSizePolicy(self,
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QSizePolicy.Expanding,
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QSizePolicy.Expanding)
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FigureCanvas.updateGeometry(self)
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self.plot()
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@pyqtSlot()
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def plot(self, mean=1):
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x = np.arange(0, 1, 0.0001)
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data = np.sin(x*np.pi*2*mean)
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ax = self.axes
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ax.clear()
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ax.plot(data, 'r-')
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ax.set_title('Sinus Example')
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self.draw()
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class QHLine(QFrame):
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def __init__(self):
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super(QHLine, self).__init__()
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self.setFrameShape(QFrame.HLine)
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self.setFrameShadow(QFrame.Sunken)
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class QVLine(QFrame):
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def __init__(self):
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super(QVLine, self).__init__()
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self.setFrameShape(QFrame.VLine)
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self.setFrameShadow(QFrame.Sunken)
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@ -1,17 +0,0 @@
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import sys
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from PyQt5.QtWidgets import QApplication, QWidget, QPushButton
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from spike_redetection.DataProvider import DataProvider
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from spike_redetection.SpikeRedetectGui import SpikeRedetectGui
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def main():
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app = QApplication(sys.argv)
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data_provider = DataProvider("../data/final_sam/2010-11-08-al-invivo-1")
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ex = SpikeRedetectGui(data_provider)
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sys.exit(app.exec_())
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if __name__ == '__main__':
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main()
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